mcp-pinecone

概述

这个 MCP 服务器为 Claude Desktop 和 Pinecone 向量数据库之间提供了桥梁，使 AI 助手能够与向量数据交互。它实现了几个关键工具，包括在索引文档中进行语义搜索、带有分块和嵌入功能的文档处理，以及关于向量索引的统计信息检索。服务器使用 Pinecone 的推理 API 进行嵌入，并与 Claude 的 MCP 架构无缝集成。

试试问 AI

装完之后，这里有 3 个你可以让 AI 做的事：

• semantic-search

  Search for records in the Pinecone index.

  试试:Find documents similar to 'machine learning best practices'试试:Search for information about neural networks
• read-document

  Read a document from the Pinecone index.

  试试:Retrieve document with ID 'doc123'试试:Get content of document 'research-paper-01'
• list-documents

  List all documents in the Pinecone index.

  试试:Show all documents in the index试试:List all available document IDs
• pinecone-stats

  Get stats about the Pinecone index, including number of records, dimensions, and namespaces.

  试试:Show me index statistics试试:Get information about the Pinecone database size
• process-document

  Process a document into chunks and upsert them into the Pinecone index.

  试试:Process this document and add it to the index试试:Upload and chunk a research paper

可对比工具

安装

npx -y @smithery/cli install mcp-pinecone --client claude

uvx install mcp-pinecone

uv pip install mcp-pinecone

"mcpServers": {
  "mcp-pinecone": {
    "command": "uv",
    "args": [
      "--directory",
      "{project_dir}",
      "run",
      "mcp-pinecone"
    ]
  }
}

"mcpServers": {
  "mcp-pinecone": {
    "command": "uvx",
    "args": [
      "--index-name",
      "{your-index-name}",
      "--api-key",
      "{your-secret-api-key}",
      "mcp-pinecone"
    ]
  }
}

mcp-pinecone 对比